{"id":"https://openalex.org/W3037330507","doi":"https://doi.org/10.1109/dessert50317.2020.9125038","title":"Combination of Digital Twin and Artificial Intelligence in Manufacturing Using Industrial IoT","display_name":"Combination of Digital Twin and Artificial Intelligence in Manufacturing Using Industrial IoT","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3037330507","doi":"https://doi.org/10.1109/dessert50317.2020.9125038","mag":"3037330507"},"language":"en","primary_location":{"id":"doi:10.1109/dessert50317.2020.9125038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dessert50317.2020.9125038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 11th International Conference on Dependable Systems, Services and Technologies (DESSERT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066848534","display_name":"Vyacheslav Kharchenko","orcid":"https://orcid.org/0000-0001-5352-077X"},"institutions":[{"id":"https://openalex.org/I23686167","display_name":"National Aerospace University \u2013 Kharkiv Aviation Institute","ror":"https://ror.org/048j5n646","country_code":"UA","type":"education","lineage":["https://openalex.org/I23686167"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Vyacheslav Kharchenko","raw_affiliation_strings":["Department of computer systems, networks and cybersecurity, National aerospace university \u201cKhAI\u201d, Kharkiv, Ukraine","Department of computer systems, networks and cybersecurity, National aerospace university \"KhAI\", Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of computer systems, networks and cybersecurity, National aerospace university \u201cKhAI\u201d, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I23686167"]},{"raw_affiliation_string":"Department of computer systems, networks and cybersecurity, National aerospace university \"KhAI\", Kharkiv, Ukraine","institution_ids":["https://openalex.org/I23686167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028247762","display_name":"Oleg Illiashenko","orcid":"https://orcid.org/0000-0002-4672-6400"},"institutions":[{"id":"https://openalex.org/I23686167","display_name":"National Aerospace University \u2013 Kharkiv Aviation Institute","ror":"https://ror.org/048j5n646","country_code":"UA","type":"education","lineage":["https://openalex.org/I23686167"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleg Illiashenko","raw_affiliation_strings":["Department of computer systems, networks and cybersecurity, National aerospace university \u201cKhAI\u201d, Kharkiv, Ukraine","Department of computer systems, networks and cybersecurity, National aerospace university \"KhAI\", Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of computer systems, networks and cybersecurity, National aerospace university \u201cKhAI\u201d, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I23686167"]},{"raw_affiliation_string":"Department of computer systems, networks and cybersecurity, National aerospace university \"KhAI\", Kharkiv, Ukraine","institution_ids":["https://openalex.org/I23686167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047879081","display_name":"Olga Morozova","orcid":"https://orcid.org/0000-0001-7706-3155"},"institutions":[{"id":"https://openalex.org/I23686167","display_name":"National Aerospace University \u2013 Kharkiv Aviation Institute","ror":"https://ror.org/048j5n646","country_code":"UA","type":"education","lineage":["https://openalex.org/I23686167"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olga Morozova","raw_affiliation_strings":["Department of computer systems, networks and cybersecurity, National aerospace university \u201cKhAI\u201d, Kharkiv, Ukraine","Department of computer systems, networks and cybersecurity, National aerospace university \"KhAI\", Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of computer systems, networks and cybersecurity, National aerospace university \u201cKhAI\u201d, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I23686167"]},{"raw_affiliation_string":"Department of computer systems, networks and cybersecurity, National aerospace university \"KhAI\", Kharkiv, Ukraine","institution_ids":["https://openalex.org/I23686167"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068908443","display_name":"Sergii Sokolov","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127374","display_name":"Giprokoks (Ukraine)","ror":"https://ror.org/02n5gsq82","country_code":"UA","type":"company","lineage":["https://openalex.org/I4210127374"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Sergii Sokolov","raw_affiliation_strings":["Joint Stock Company \u201cFED\u201d, Kharkiv, Ukraine","Joint Stock Company \"FED\", Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Joint Stock Company \u201cFED\u201d, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I4210127374"]},{"raw_affiliation_string":"Joint Stock Company \"FED\", Kharkiv, Ukraine","institution_ids":["https://openalex.org/I4210127374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5066848534"],"corresponding_institution_ids":["https://openalex.org/I23686167"],"apc_list":null,"apc_paid":null,"fwci":4.1011,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.94306612,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"196","last_page":"201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13181","display_name":"Economic and Technological Systems Analysis","score":0.9581999778747559,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9207000136375427,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6397097110748291},{"id":"https://openalex.org/keywords/manufacturing-execution-system","display_name":"Manufacturing execution system","score":0.5354585647583008},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48388490080833435},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.448181688785553},{"id":"https://openalex.org/keywords/computer-integrated-manufacturing","display_name":"Computer-integrated manufacturing","score":0.3785189986228943},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34854164719581604},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3423011898994446},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2619689702987671}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6397097110748291},{"id":"https://openalex.org/C7923174","wikidata":"https://www.wikidata.org/wiki/Q1404943","display_name":"Manufacturing execution system","level":3,"score":0.5354585647583008},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48388490080833435},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.448181688785553},{"id":"https://openalex.org/C53688548","wikidata":"https://www.wikidata.org/wiki/Q1122190","display_name":"Computer-integrated manufacturing","level":2,"score":0.3785189986228943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34854164719581604},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3423011898994446},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2619689702987671},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dessert50317.2020.9125038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dessert50317.2020.9125038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 11th International Conference on Dependable Systems, Services and Technologies (DESSERT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2302974452","https://openalex.org/W2471651569","https://openalex.org/W2522373891","https://openalex.org/W2581964379","https://openalex.org/W2805611890","https://openalex.org/W2806576037","https://openalex.org/W2883753518","https://openalex.org/W2886253469","https://openalex.org/W2922080824","https://openalex.org/W2947573611","https://openalex.org/W2965596051","https://openalex.org/W3010345872","https://openalex.org/W3047120336","https://openalex.org/W6726897819","https://openalex.org/W6781989212"],"related_works":["https://openalex.org/W1511570191","https://openalex.org/W2807405351","https://openalex.org/W1992778955","https://openalex.org/W1515667823","https://openalex.org/W2063156396","https://openalex.org/W3176927215","https://openalex.org/W1601871991","https://openalex.org/W1600974942","https://openalex.org/W2041444655","https://openalex.org/W4200459812"],"abstract_inverted_index":{"The":[0,98],"paper":[1],"focuses":[2],"on":[3],"Digital":[4],"Twin":[5],"(DT)":[6,40],"in":[7,70,85,118],"Manufacturing":[8],"using":[9],"Artificial":[10],"Intelligence":[11],"(AI)":[12],"and":[13,28,41,62,93,114,122,126],"Industrial":[14],"IoT.":[15],"According":[16],"to":[17,37,64,87,106,110],"the":[18,20,46,55,66,71,74,108,112,130],"concept,":[19],"manufacturing":[21,86,135],"includes":[22],"three":[23],"main":[24],"units:":[25],"equipment,":[26],"personnel":[27],"processes.":[29],"All":[30],"data":[31,51],"from":[32],"these":[33],"units":[34],"are":[35],"inherited":[36],"manufacture":[38],"model":[39,105],"decision":[42],"support":[43,65],"system":[44],"with":[45],"use":[47],"of":[48,68,73,83,116,132],"AI.":[49],"DT":[50,121,125],"technology":[52],"allows":[53],"finding":[54],"required":[56],"knowledge":[57],"that":[58],"can":[59],"be":[60],"interpreted":[61],"used":[63],"process":[67],"decision-making":[69],"management":[72],"enterprise.":[75],"AI":[76],"applications":[77],"open":[78],"up":[79],"a":[80,103],"broad":[81],"spectrum":[82],"opportunities":[84],"add":[88],"value":[89],"by":[90,102],"optimizing":[91],"processes":[92],"generating":[94],"new":[95],"business":[96],"models.":[97],"Landscape":[99],"was":[100],"described":[101],"formal":[104],"assure":[107],"possibility":[109],"analyze":[111],"state":[113],"development":[115],"landscape":[117],"detail":[119],"considering":[120],"other":[123],"technologies.":[124],"IIoT":[127],"implementation":[128],"for":[129],"simulation":[131],"real":[133],"enterprise":[134],"were":[136],"considered.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}